Diabetes predicts severity of COVID‐19 infection in a retrospective cohort: A mediatory role of the inflammatory biomarker C‐reactive protein

Diabetes is a risk factor for developing severe COVID‐19, but the pathogenesis remains unclear. We investigated if the association of diabetes and COVID‐19 severity may be mediated by inflammation. We also hypothesized that this increased risk may extend to prediabetes. Hospitalized patients in Sing...

Full description

Saved in:
Bibliographic Details
Published inJournal of medical virology Vol. 93; no. 5; pp. 3023 - 3032
Main Authors Koh, Huilin, Moh, Angela Mei Chung, Yeoh, Ester, Lin, Yi, Low, Serena Kiat Mun, Ooi, Say Tat, Tan, Seng Kiong, Lin, Jaime Hui Xian, Hoong, Caroline Wei Shan
Format Journal Article
LanguageEnglish
Published United States Wiley Subscription Services, Inc 01.05.2021
John Wiley and Sons Inc
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Diabetes is a risk factor for developing severe COVID‐19, but the pathogenesis remains unclear. We investigated if the association of diabetes and COVID‐19 severity may be mediated by inflammation. We also hypothesized that this increased risk may extend to prediabetes. Hospitalized patients in Singapore with COVID‐19 were subdivided into three groups in a retrospective cohort: normoglycemia (HbA1c: ≤5.6%), prediabetes (HbA1c: 5.7%–6.4%) and diabetes (HbA1c: ≥6.5%). The primary outcome of severe COVID‐19 was defined by respiratory rate ≥30, SpO2 ≤93% or intensive care unit admission. The association between clinical factors on severe COVID‐19 outcome was analyzed by cox regression. Adjusted mediation analysis of C‐reactive protein (CRP) on the relationship between diabetes and severe COVID‐19 was performed. Of 1042 hospitalized patients, mean age 39 ± 11 years, 13% had diabetes, 9% prediabetes and 78% normoglycemia. Severe COVID‐19 occurred in 4.9% of subjects. Compared to normoglycemia, diabetes was significantly associated with severe COVID‐19 on both univariate (hazard ratio [HR]: 9.94; 95% confidence interval [CI]: 5.54–17.84; p < .001) and multivariate analysis (HR: 3.99; 95% CI: 1.92–8.31; p < .001), while prediabetes was not a risk factor (HR: 0.94; 95% CI: 0.22–4.03; p = .929). CRP, a biomarker of inflammation, mediated 32.7% of the total association between diabetes and severe COVID‐19 outcome. In conclusion, CRP is a partial mediator of the association between diabetes and severe COVID‐19 infection, confirming that inflammation is important in the pathogenesis of severe COVID‐19 in diabetes. Research Highlights Inflammation, as measured by the biomarker C‐reactive protein, partially mediates the association between diabetes and adverse COVID‐19 outcomes, including the risk of developing severe COVID‐19, dyspnea, need for intensive care unit and length of stay. Level of glycaemia in patients with diabetes does not correlate with severe COVID‐19. Prediabetes is not an adverse prognostic marker in COVID‐19.
AbstractList Diabetes is a risk factor for developing severe COVID-19, but the pathogenesis remains unclear. We investigated if the association of diabetes and COVID-19 severity may be mediated by inflammation. We also hypothesized that this increased risk may extend to prediabetes. Hospitalized patients in Singapore with COVID-19 were subdivided into three groups in a retrospective cohort: normoglycemia (HbA1c: ≤5.6%), prediabetes (HbA1c: 5.7%-6.4%) and diabetes (HbA1c: ≥6.5%). The primary outcome of severe COVID-19 was defined by respiratory rate ≥30, SpO2 ≤93% or intensive care unit admission. The association between clinical factors on severe COVID-19 outcome was analyzed by cox regression. Adjusted mediation analysis of C-reactive protein (CRP) on the relationship between diabetes and severe COVID-19 was performed. Of 1042 hospitalized patients, mean age 39 ± 11 years, 13% had diabetes, 9% prediabetes and 78% normoglycemia. Severe COVID-19 occurred in 4.9% of subjects. Compared to normoglycemia, diabetes was significantly associated with severe COVID-19 on both univariate (hazard ratio [HR]: 9.94; 95% confidence interval [CI]: 5.54-17.84; p < .001) and multivariate analysis (HR: 3.99; 95% CI: 1.92-8.31; p < .001), while prediabetes was not a risk factor (HR: 0.94; 95% CI: 0.22-4.03; p = .929). CRP, a biomarker of inflammation, mediated 32.7% of the total association between diabetes and severe COVID-19 outcome. In conclusion, CRP is a partial mediator of the association between diabetes and severe COVID-19 infection, confirming that inflammation is important in the pathogenesis of severe COVID-19 in diabetes.
Inflammation, as measured by the biomarker C‐reactive protein, partially mediates the association between diabetes and adverse COVID‐19 outcomes, including the risk of developing severe COVID‐19, dyspnea, need for intensive care unit and length of stay. Level of glycaemia in patients with diabetes does not correlate with severe COVID‐19. Prediabetes is not an adverse prognostic marker in COVID‐19.
Diabetes is a risk factor for developing severe COVID-19, but the pathogenesis remains unclear. We investigated if the association of diabetes and COVID-19 severity may be mediated by inflammation. We also hypothesized that this increased risk may extend to prediabetes. Hospitalized patients in Singapore with COVID-19 were subdivided into three groups in a retrospective cohort: normoglycemia (HbA1c: ≤5.6%), prediabetes (HbA1c: 5.7%-6.4%) and diabetes (HbA1c: ≥6.5%). The primary outcome of severe COVID-19 was defined by respiratory rate ≥30, SpO2 ≤93% or intensive care unit admission. The association between clinical factors on severe COVID-19 outcome was analyzed by cox regression. Adjusted mediation analysis of C-reactive protein (CRP) on the relationship between diabetes and severe COVID-19 was performed. Of 1042 hospitalized patients, mean age 39 ± 11 years, 13% had diabetes, 9% prediabetes and 78% normoglycemia. Severe COVID-19 occurred in 4.9% of subjects. Compared to normoglycemia, diabetes was significantly associated with severe COVID-19 on both univariate (hazard ratio [HR]: 9.94; 95% confidence interval [CI]: 5.54-17.84; p < .001) and multivariate analysis (HR: 3.99; 95% CI: 1.92-8.31; p < .001), while prediabetes was not a risk factor (HR: 0.94; 95% CI: 0.22-4.03; p = .929). CRP, a biomarker of inflammation, mediated 32.7% of the total association between diabetes and severe COVID-19 outcome. In conclusion, CRP is a partial mediator of the association between diabetes and severe COVID-19 infection, confirming that inflammation is important in the pathogenesis of severe COVID-19 in diabetes.Diabetes is a risk factor for developing severe COVID-19, but the pathogenesis remains unclear. We investigated if the association of diabetes and COVID-19 severity may be mediated by inflammation. We also hypothesized that this increased risk may extend to prediabetes. Hospitalized patients in Singapore with COVID-19 were subdivided into three groups in a retrospective cohort: normoglycemia (HbA1c: ≤5.6%), prediabetes (HbA1c: 5.7%-6.4%) and diabetes (HbA1c: ≥6.5%). The primary outcome of severe COVID-19 was defined by respiratory rate ≥30, SpO2 ≤93% or intensive care unit admission. The association between clinical factors on severe COVID-19 outcome was analyzed by cox regression. Adjusted mediation analysis of C-reactive protein (CRP) on the relationship between diabetes and severe COVID-19 was performed. Of 1042 hospitalized patients, mean age 39 ± 11 years, 13% had diabetes, 9% prediabetes and 78% normoglycemia. Severe COVID-19 occurred in 4.9% of subjects. Compared to normoglycemia, diabetes was significantly associated with severe COVID-19 on both univariate (hazard ratio [HR]: 9.94; 95% confidence interval [CI]: 5.54-17.84; p < .001) and multivariate analysis (HR: 3.99; 95% CI: 1.92-8.31; p < .001), while prediabetes was not a risk factor (HR: 0.94; 95% CI: 0.22-4.03; p = .929). CRP, a biomarker of inflammation, mediated 32.7% of the total association between diabetes and severe COVID-19 outcome. In conclusion, CRP is a partial mediator of the association between diabetes and severe COVID-19 infection, confirming that inflammation is important in the pathogenesis of severe COVID-19 in diabetes.
Diabetes is a risk factor for developing severe COVID‐19, but the pathogenesis remains unclear. We investigated if the association of diabetes and COVID‐19 severity may be mediated by inflammation. We also hypothesized that this increased risk may extend to prediabetes. Hospitalized patients in Singapore with COVID‐19 were subdivided into three groups in a retrospective cohort: normoglycemia (HbA1c: ≤5.6%), prediabetes (HbA1c: 5.7%–6.4%) and diabetes (HbA1c: ≥6.5%). The primary outcome of severe COVID‐19 was defined by respiratory rate ≥30, SpO2 ≤93% or intensive care unit admission. The association between clinical factors on severe COVID‐19 outcome was analyzed by cox regression. Adjusted mediation analysis of C‐reactive protein (CRP) on the relationship between diabetes and severe COVID‐19 was performed. Of 1042 hospitalized patients, mean age 39 ± 11 years, 13% had diabetes, 9% prediabetes and 78% normoglycemia. Severe COVID‐19 occurred in 4.9% of subjects. Compared to normoglycemia, diabetes was significantly associated with severe COVID‐19 on both univariate (hazard ratio [HR]: 9.94; 95% confidence interval [CI]: 5.54–17.84; p < .001) and multivariate analysis (HR: 3.99; 95% CI: 1.92–8.31; p < .001), while prediabetes was not a risk factor (HR: 0.94; 95% CI: 0.22–4.03; p = .929). CRP, a biomarker of inflammation, mediated 32.7% of the total association between diabetes and severe COVID‐19 outcome. In conclusion, CRP is a partial mediator of the association between diabetes and severe COVID‐19 infection, confirming that inflammation is important in the pathogenesis of severe COVID‐19 in diabetes. Research Highlights Inflammation, as measured by the biomarker C‐reactive protein, partially mediates the association between diabetes and adverse COVID‐19 outcomes, including the risk of developing severe COVID‐19, dyspnea, need for intensive care unit and length of stay. Level of glycaemia in patients with diabetes does not correlate with severe COVID‐19. Prediabetes is not an adverse prognostic marker in COVID‐19.
Diabetes is a risk factor for developing severe COVID‐19, but the pathogenesis remains unclear. We investigated if the association of diabetes and COVID‐19 severity may be mediated by inflammation. We also hypothesized that this increased risk may extend to prediabetes. Hospitalized patients in Singapore with COVID‐19 were subdivided into three groups in a retrospective cohort: normoglycemia (HbA1c: ≤5.6%), prediabetes (HbA1c: 5.7%–6.4%) and diabetes (HbA1c: ≥6.5%). The primary outcome of severe COVID‐19 was defined by respiratory rate ≥30, SpO2 ≤93% or intensive care unit admission. The association between clinical factors on severe COVID‐19 outcome was analyzed by cox regression. Adjusted mediation analysis of C‐reactive protein (CRP) on the relationship between diabetes and severe COVID‐19 was performed. Of 1042 hospitalized patients, mean age 39 ± 11 years, 13% had diabetes, 9% prediabetes and 78% normoglycemia. Severe COVID‐19 occurred in 4.9% of subjects. Compared to normoglycemia, diabetes was significantly associated with severe COVID‐19 on both univariate (hazard ratio [HR]: 9.94; 95% confidence interval [CI]: 5.54–17.84; p  < .001) and multivariate analysis (HR: 3.99; 95% CI: 1.92–8.31; p  < .001), while prediabetes was not a risk factor (HR: 0.94; 95% CI: 0.22–4.03; p  = .929). CRP, a biomarker of inflammation, mediated 32.7% of the total association between diabetes and severe COVID‐19 outcome. In conclusion, CRP is a partial mediator of the association between diabetes and severe COVID‐19 infection, confirming that inflammation is important in the pathogenesis of severe COVID‐19 in diabetes. Inflammation, as measured by the biomarker C‐reactive protein, partially mediates the association between diabetes and adverse COVID‐19 outcomes, including the risk of developing severe COVID‐19, dyspnea, need for intensive care unit and length of stay. Level of glycaemia in patients with diabetes does not correlate with severe COVID‐19. Prediabetes is not an adverse prognostic marker in COVID‐19.
Author Koh, Huilin
Ooi, Say Tat
Moh, Angela Mei Chung
Low, Serena Kiat Mun
Hoong, Caroline Wei Shan
Tan, Seng Kiong
Lin, Jaime Hui Xian
Yeoh, Ester
Lin, Yi
AuthorAffiliation 2 Clinical Research Unit Khoo Teck Puat Hospital Singapore Singapore Singapore
5 Clinical Epidemiology Unit Khoo Teck Puat Hospital Singapore Singapore Singapore
1 Division of Endocrinology, Department of Medicine Woodlands Health Campus Singapore Singapore Singapore
3 Diabetes Centre, Admiralty Medical Centre Khoo Teck Puat Hospital Singapore Singapore Singapore
6 Division of Infectious Disease, Department of General Medicine Khoo Teck Puat Hospital Singapore Singapore Singapore
4 Division of Endocrinology, Department of General Medicine Khoo Teck Puat Hospital Singapore Singapore Singapore
AuthorAffiliation_xml – name: 1 Division of Endocrinology, Department of Medicine Woodlands Health Campus Singapore Singapore Singapore
– name: 5 Clinical Epidemiology Unit Khoo Teck Puat Hospital Singapore Singapore Singapore
– name: 6 Division of Infectious Disease, Department of General Medicine Khoo Teck Puat Hospital Singapore Singapore Singapore
– name: 3 Diabetes Centre, Admiralty Medical Centre Khoo Teck Puat Hospital Singapore Singapore Singapore
– name: 2 Clinical Research Unit Khoo Teck Puat Hospital Singapore Singapore Singapore
– name: 4 Division of Endocrinology, Department of General Medicine Khoo Teck Puat Hospital Singapore Singapore Singapore
Author_xml – sequence: 1
  givenname: Huilin
  surname: Koh
  fullname: Koh, Huilin
  organization: Woodlands Health Campus Singapore
– sequence: 2
  givenname: Angela Mei Chung
  surname: Moh
  fullname: Moh, Angela Mei Chung
  organization: Khoo Teck Puat Hospital Singapore
– sequence: 3
  givenname: Ester
  orcidid: 0000-0002-2686-9412
  surname: Yeoh
  fullname: Yeoh, Ester
  organization: Khoo Teck Puat Hospital Singapore
– sequence: 4
  givenname: Yi
  surname: Lin
  fullname: Lin, Yi
  organization: Khoo Teck Puat Hospital Singapore
– sequence: 5
  givenname: Serena Kiat Mun
  surname: Low
  fullname: Low, Serena Kiat Mun
  organization: Khoo Teck Puat Hospital Singapore
– sequence: 6
  givenname: Say Tat
  surname: Ooi
  fullname: Ooi, Say Tat
  organization: Khoo Teck Puat Hospital Singapore
– sequence: 7
  givenname: Seng Kiong
  orcidid: 0000-0002-4754-2152
  surname: Tan
  fullname: Tan, Seng Kiong
  organization: Khoo Teck Puat Hospital Singapore
– sequence: 8
  givenname: Jaime Hui Xian
  surname: Lin
  fullname: Lin, Jaime Hui Xian
  organization: Woodlands Health Campus Singapore
– sequence: 9
  givenname: Caroline Wei Shan
  orcidid: 0000-0002-5206-5477
  surname: Hoong
  fullname: Hoong, Caroline Wei Shan
  email: caroline_hoong@whc.sg
  organization: Woodlands Health Campus Singapore
BackLink https://www.ncbi.nlm.nih.gov/pubmed/33527464$$D View this record in MEDLINE/PubMed
BookMark eNp9ks1u1DAQgC1URLeFAy-ALHGBQ1r_xHbCAanaFigq6gV6tRzvhPWSxFvbu2hvfQR4RZ4Eh5QKKsHFtuxvPs145gDtDX4AhJ5SckQJYcerfnvEZMXVAzSjpJZFTRTdQzNCS1lIScU-OohxRQipasYeoX3OBVOlLGfo-6kzDSSIeB1g4WyKOMIWgks77Fs8v7w6P_1x843W2A0t2OT8kE_Y4AAp-Lger7aArV_6kF7hE9xni0k-7HDwHYyOtIQxuDN9Pz00zvcmfIGA51kdwEyOdfAJ3PAYPWxNF-HJ7X6IPr05-zh_V1xcvj2fn1wUVnClCsVrw2tGIJdtK2GtbQmTgpdVtWgIa1QjylZZuyhLICqvTWVkVcqa8MzxBT9EryfvetPkpC0MKZhOr4PLye20N07__TK4pf7st7oilCtSZ8GLW0Hw1xuISfcuWug6M4DfRM3KSggqVCUz-vweuvKbMOTyNBMk90RSNlLP_szoLpXf3crAywmw-etjgPYOoUSPk6DzJOhfk5DZ43usdcmM_cvFuO5_EV9dB7t_q_X7D1dTxE9C1cgZ
CitedBy_id crossref_primary_10_1007_s13340_023_00643_z
crossref_primary_10_1111_bjh_19405
crossref_primary_10_1007_s00125_024_06342_x
crossref_primary_10_1016_j_trsl_2021_11_002
crossref_primary_10_1186_s12933_021_01389_1
crossref_primary_10_1186_s13098_022_00941_7
crossref_primary_10_1089_met_2024_0066
crossref_primary_10_1155_2022_1543918
crossref_primary_10_1016_j_ijcha_2022_101144
crossref_primary_10_12688_f1000research_107398_5
crossref_primary_10_12688_f1000research_107398_6
crossref_primary_10_3389_fcdhc_2022_812134
crossref_primary_10_12688_f1000research_107398_3
crossref_primary_10_12688_f1000research_107398_4
crossref_primary_10_1002_jmv_28100
crossref_primary_10_12688_f1000research_107398_1
crossref_primary_10_12688_f1000research_107398_2
crossref_primary_10_3389_fendo_2024_1287795
crossref_primary_10_3389_fmicb_2021_788741
crossref_primary_10_1080_17446651_2022_2002146
crossref_primary_10_2337_dc21_2102
crossref_primary_10_1111_1753_0407_13243
crossref_primary_10_3390_microbiolres14040115
crossref_primary_10_1016_j_heliyon_2024_e37615
crossref_primary_10_3389_fendo_2022_896378
crossref_primary_10_1177_1721727X221150338
crossref_primary_10_52711_0974_360X_2024_00640
crossref_primary_10_3390_v14061285
crossref_primary_10_3389_fcell_2022_913305
Cites_doi 10.1037/0022-3514.51.6.1173
10.1111/dom.14256
10.1016/j.diabres.2020.108263
10.1161/01.CIR.0000034509.14906.AE
10.2337/db06-0855
10.1186/s12933-019-0870-9
10.1016/j.ajem.2020.05.073
10.3389/fendo.2020.00525
10.1016/S2213-8587(20)30271-0
10.1016/S0140-6736(20)30528-6
10.4093/dmj.2020.0105
10.1016/S0140-6736(20)30628-0
10.1056/NEJMp2026913
10.3389/fmed.2019.00054
10.1007/s00125-020-05209-1
10.1152/ajpendo.00124.2020
10.1016/S2213-8587(20)30272-2
10.1136/bmj.m2297
10.1183/13993003.00547-2020
10.1038/s41366-020-0648-x
10.2337/dc20-S002
10.3390/nu9111273
10.1056/NEJMoa1008862
10.1007/s00125-020-05180-x
10.1016/j.diabres.2020.108382
10.1136/bmj.m3220
10.1016/S0140-6736(03)15268-3
10.1155/2020/1652403
10.1038/s41586-020-2521-4
10.1111/j.1574-695X.1999.tb01397.x
10.1016/j.jacc.2008.09.054
10.1016/j.jinf.2020.04.021
10.1016/j.jcv.2020.104354
10.2337/dc20-1380
10.1111/1753-0407.13091
10.2337/diacare.26.5.1535
10.2337/dc20-0598
10.1210/jc.2016-2653
10.15557/PiMR.2020.0003
10.2337/dc14-3008
10.2337/dc20-1444
10.2337/dc20-1543
ContentType Journal Article
Copyright 2021 Wiley Periodicals LLC
2021 Wiley Periodicals LLC.
Copyright_xml – notice: 2021 Wiley Periodicals LLC
– notice: 2021 Wiley Periodicals LLC.
DBID AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
7QL
7TK
7U9
8FD
C1K
FR3
H94
K9.
M7N
P64
RC3
7X8
5PM
DOI 10.1002/jmv.26837
DatabaseName CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
Bacteriology Abstracts (Microbiology B)
Neurosciences Abstracts
Virology and AIDS Abstracts
Technology Research Database
Environmental Sciences and Pollution Management
Engineering Research Database
AIDS and Cancer Research Abstracts
ProQuest Health & Medical Complete (Alumni)
Algology Mycology and Protozoology Abstracts (Microbiology C)
Biotechnology and BioEngineering Abstracts
Genetics Abstracts
MEDLINE - Academic
PubMed Central (Full Participant titles)
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
Genetics Abstracts
Virology and AIDS Abstracts
Technology Research Database
Bacteriology Abstracts (Microbiology B)
Algology Mycology and Protozoology Abstracts (Microbiology C)
AIDS and Cancer Research Abstracts
ProQuest Health & Medical Complete (Alumni)
Engineering Research Database
Neurosciences Abstracts
Biotechnology and BioEngineering Abstracts
Environmental Sciences and Pollution Management
MEDLINE - Academic
DatabaseTitleList MEDLINE
CrossRef
Genetics Abstracts
MEDLINE - Academic


Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
DocumentTitleAlternate KOH et al
EISSN 1096-9071
EndPage 3032
ExternalDocumentID PMC8013709
33527464
10_1002_jmv_26837
JMV26837
Genre article
Journal Article
GeographicLocations Singapore
GeographicLocations_xml – name: Singapore
GroupedDBID ---
.3N
.55
.GA
.GJ
.Y3
05W
0R~
10A
1L6
1OB
1OC
1ZS
31~
33P
3O-
3SF
3WU
4.4
50Y
50Z
51W
51X
52M
52N
52O
52P
52R
52S
52T
52U
52V
52W
52X
53G
5GY
5RE
5VS
66C
702
7PT
8-0
8-1
8-3
8-4
8-5
8UM
930
A01
A03
AAESR
AAEVG
AAHHS
AAHQN
AAIPD
AAMNL
AANHP
AANLZ
AAONW
AASGY
AAXRX
AAYCA
AAZKR
ABCQN
ABCUV
ABEML
ABIJN
ABJNI
ABOCM
ABPVW
ABQWH
ABXGK
ACAHQ
ACBWZ
ACCFJ
ACCZN
ACGFS
ACGOF
ACMXC
ACPOU
ACPRK
ACRPL
ACSCC
ACXBN
ACXQS
ACYXJ
ADBBV
ADBTR
ADEOM
ADIZJ
ADKYN
ADMGS
ADNMO
ADOZA
ADXAS
ADZMN
AEEZP
AEIGN
AEIMD
AENEX
AEQDE
AEUQT
AEUYR
AFBPY
AFFNX
AFFPM
AFGKR
AFPWT
AFRAH
AFWVQ
AFZJQ
AHBTC
AHMBA
AI.
AIACR
AITYG
AIURR
AIWBW
AJBDE
ALAGY
ALMA_UNASSIGNED_HOLDINGS
ALUQN
ALVPJ
AMBMR
AMYDB
ASPBG
ATUGU
AVWKF
AZBYB
AZFZN
AZVAB
BAFTC
BDRZF
BFHJK
BHBCM
BMXJE
BROTX
BRXPI
BY8
C45
CS3
D-6
D-7
D-E
D-F
DCZOG
DPXWK
DR2
DRFUL
DRMAN
DRSTM
DU5
EBD
EBS
ECGQY
EJD
ELTNK
EMOBN
F00
F01
F04
F5P
FEDTE
FUBAC
G-S
G.N
GNP
GODZA
H.X
HBH
HF~
HGLYW
HHY
HHZ
HVGLF
HZ~
IX1
J0M
JPC
KBYEO
KQQ
L7B
LATKE
LAW
LC2
LC3
LEEKS
LH4
LITHE
LOXES
LP6
LP7
LUTES
LW6
LYRES
M65
MEWTI
MK4
MRFUL
MRMAN
MRSTM
MSFUL
MSMAN
MSSTM
MXFUL
MXMAN
MXSTM
N04
N05
N9A
NF~
NNB
O66
O9-
OIG
OVD
P2P
P2W
P2X
P2Z
P4B
P4D
PALCI
PQQKQ
Q.N
Q11
QB0
QRW
R.K
RGB
RIWAO
RJQFR
ROL
RWI
RX1
RYL
SAMSI
SUPJJ
SV3
TEORI
TUS
UB1
V2E
VH1
W8V
W99
WBKPD
WHG
WIB
WIH
WIJ
WIK
WJL
WNSPC
WOHZO
WQJ
WRC
WUP
WXI
WXSBR
WYISQ
X7M
XG1
XPP
XV2
ZGI
ZXP
ZZTAW
~IA
~KM
~WT
AAYXX
AEYWJ
AGHNM
AGQPQ
AGYGG
CITATION
AAMMB
AEFGJ
AGXDD
AIDQK
AIDYY
CGR
CUY
CVF
ECM
EIF
NPM
7QL
7TK
7U9
8FD
C1K
FR3
H94
K9.
M7N
P64
RC3
7X8
5PM
ID FETCH-LOGICAL-c5377-739a3920e837c85cccf02653488db02b7b54f7ccd44e07d44b8a68469030263d3
IEDL.DBID DR2
ISSN 0146-6615
1096-9071
IngestDate Thu Aug 21 13:23:37 EDT 2025
Fri Jul 11 09:52:40 EDT 2025
Fri Jul 25 21:09:04 EDT 2025
Mon Jul 21 05:28:39 EDT 2025
Thu Apr 24 23:12:45 EDT 2025
Tue Jul 01 02:24:48 EDT 2025
Wed Jan 22 16:29:19 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 5
Keywords mediation
inflammation
diabetes
prediabetes
severe COVID-19
Language English
License 2021 Wiley Periodicals LLC.
This article is being made freely available through PubMed Central as part of the COVID-19 public health emergency response. It can be used for unrestricted research re-use and analysis in any form or by any means with acknowledgement of the original source, for the duration of the public health emergency.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c5377-739a3920e837c85cccf02653488db02b7b54f7ccd44e07d44b8a68469030263d3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ORCID 0000-0002-4754-2152
0000-0002-5206-5477
0000-0002-2686-9412
OpenAccessLink https://pubmed.ncbi.nlm.nih.gov/PMC8013709
PMID 33527464
PQID 2509226126
PQPubID 105515
PageCount 10
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_8013709
proquest_miscellaneous_2485515786
proquest_journals_2509226126
pubmed_primary_33527464
crossref_primary_10_1002_jmv_26837
crossref_citationtrail_10_1002_jmv_26837
wiley_primary_10_1002_jmv_26837_JMV26837
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate May 2021
PublicationDateYYYYMMDD 2021-05-01
PublicationDate_xml – month: 05
  year: 2021
  text: May 2021
PublicationDecade 2020
PublicationPlace United States
PublicationPlace_xml – name: United States
– name: London
– name: Hoboken
PublicationTitle Journal of medical virology
PublicationTitleAlternate J Med Virol
PublicationYear 2021
Publisher Wiley Subscription Services, Inc
John Wiley and Sons Inc
Publisher_xml – name: Wiley Subscription Services, Inc
– name: John Wiley and Sons Inc
References 2004; 363
2015; 38
2021; 23
2019; 6
1986; 51
2020; 383
2020; 63
2006; 55
2020; 165
2020; 81
1999; 26
2020; 127
1992; 18
2020; 38
2019; 18
2020; 12
2020; 167
2020; 584
2020; 11
2020; 55
2017; 9
2020; 8
2020; 2020
2009; 53
2020; 395
2020
2020; 370
2002; 106
2003; 26
2020; 44
2020; 43
2017; 102
2020; 318
2011; 364
e_1_2_9_30_1
Moutschen MP (e_1_2_9_18_1) 1992; 18
e_1_2_9_31_1
e_1_2_9_11_1
e_1_2_9_34_1
e_1_2_9_10_1
e_1_2_9_35_1
e_1_2_9_13_1
e_1_2_9_12_1
e_1_2_9_33_1
e_1_2_9_15_1
e_1_2_9_38_1
e_1_2_9_14_1
e_1_2_9_39_1
Office for National Statistics (e_1_2_9_44_1)
e_1_2_9_17_1
e_1_2_9_36_1
e_1_2_9_16_1
e_1_2_9_37_1
e_1_2_9_19_1
RECOVERY Collaborative Group (e_1_2_9_32_1) 2020
e_1_2_9_41_1
e_1_2_9_42_1
e_1_2_9_20_1
e_1_2_9_40_1
e_1_2_9_22_1
e_1_2_9_45_1
e_1_2_9_21_1
e_1_2_9_46_1
e_1_2_9_24_1
e_1_2_9_43_1
e_1_2_9_23_1
e_1_2_9_8_1
e_1_2_9_7_1
e_1_2_9_6_1
e_1_2_9_5_1
e_1_2_9_4_1
e_1_2_9_3_1
e_1_2_9_2_1
e_1_2_9_9_1
e_1_2_9_26_1
e_1_2_9_25_1
e_1_2_9_28_1
e_1_2_9_47_1
e_1_2_9_27_1
e_1_2_9_48_1
e_1_2_9_29_1
References_xml – volume: 363
  start-page: 157
  issue: 9403
  year: 2004
  end-page: 163
  article-title: Appropriate body‐mass index for Asian populations and its implications for policy and intervention strategies
  publication-title: Lancet
– volume: 11
  start-page: 525
  year: 2020
  article-title: Impaired fasting glucose and diabetes are related to higher risks of complications and mortality among patients with coronavirus disease 2019
  publication-title: Front Endocrinol (Lausanne)
– volume: 8
  start-page: 813
  issue: 10
  year: 2020
  end-page: 822
  article-title: Associations of type 1 and type 2 diabetes with COVID‐19‐related mortality in England: a whole‐population study
  publication-title: Lancet Diabetes Endocrinol
– volume: 44
  start-page: 50
  issue: 1
  year: 2020
  end-page: 57
  article-title: Type 2 diabetes and COVID‐19‐related mortality in the critical care setting: a national cohort study in England, March‐July 2020
  publication-title: Diabetes Care
– volume: 167
  year: 2020
  article-title: Hyperglycemia without diabetes and new‐onset diabetes are both associated with poorer outcomes in COVID‐19
  publication-title: Diabetes Res Clin Pract
– volume: 584
  start-page: 430
  issue: 7821
  year: 2020
  end-page: 436
  article-title: Factors associated with COVID‐19‐related death using OpenSAFELY
  publication-title: Nature
– volume: 53
  start-page: S9
  issue: 5 Suppl
  year: 2009
  end-page: S13
  article-title: Lowering glucose to prevent adverse cardiovascular outcomes in a critical care setting
  publication-title: J Am Coll Cardiol
– volume: 55
  start-page: 3151
  issue: 11
  year: 2006
  end-page: 3159
  article-title: Intensive insulin therapy in mixed medical/surgical intensive care units: benefit versus harm
  publication-title: Diabetes
– volume: 44
  start-page: 405
  issue: 3
  year: 2020
  end-page: 413
  article-title: The risk of diabetes on clinical outcomes in patients with coronavirus disease 2019: a retrospective cohort study
  publication-title: Diabetes Metab J
– year: 2020
  article-title: Dexamethasone in hospitalized patients with Covid‐19—preliminary report [published online ahead of print July 17, 2020]
  publication-title: N Engl J Med
– volume: 106
  start-page: 2067
  issue: 16
  year: 2002
  end-page: 2072
  article-title: Inflammatory cytokine concentrations are acutely increased by hyperglycemia in humans: role of oxidative stress
  publication-title: Circulation
– volume: 43
  start-page: 2345
  issue: 10
  year: 2020
  end-page: 2348
  article-title: Hyperglycemia at hospital admission is associated with severity of the prognosis in patients hospitalized for COVID‐19: the Pisa COVID‐19 study
  publication-title: Diabetes Care
– volume: 26
  start-page: 259
  issue: 3–4
  year: 1999
  end-page: 265
  article-title: Immune dysfunction in patients with diabetes mellitus (DM)
  publication-title: FEMS Immunol Med Microbiol
– volume: 51
  start-page: 1173
  issue: 6
  year: 1986
  end-page: 1182
  article-title: The moderator‐mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations
  publication-title: J Pers Soc Pyschol
– volume: 6
  start-page: 54
  year: 2019
  article-title: Stress hyperglycemia in critically ill patients: insight into possible molecular pathways
  publication-title: Front Med
– volume: 44
  start-page: 1832
  issue: 9
  year: 2020
  end-page: 1837
  article-title: The impact of obesity on COVID‐19 complications: a retrospective cohort study
  publication-title: Int J Obes (Lond)
– volume: 18
  start-page: 187
  issue: 3
  year: 1992
  end-page: 201
  article-title: Impaired immune responses in diabetes mellitus: analysis of the factors and mechanisms involved. Relevance to the increased susceptibility of diabetic patients to specific infections
  publication-title: Diabete Metab
– volume: 370
  year: 2020
  article-title: Association between prediabetes and risk of all cause mortality and cardiovascular disease: updated meta‐analysis
  publication-title: BMJ
– volume: 383
  issue: 18
  year: 2020
  article-title: Facial masking for Covid‐19—potential for “Variolation” as we await a vaccine
  publication-title: N Engl J Med
– volume: 395
  start-page: 1033
  issue: 10229
  year: 2020
  end-page: 1034
  article-title: COVID‐19: consider cytokine storm syndromes and immunosuppression
  publication-title: Lancet
– volume: 9
  start-page: 1273
  issue: 11
  year: 2017
  article-title: Prevalence of pre‐diabetes across ethnicities: a review of impaired fasting glucose (IFG) and impaired glucose tolerance (IGT) for classification of dysglycaemia
  publication-title: Nutrients
– volume: 370
  year: 2020
  article-title: Covid‐19: England comes into line with rest of UK on recording deaths
  publication-title: BMJ
– volume: 12
  start-page: 851
  issue: 11
  year: 2020
  end-page: 855
  article-title: Diabetes mellitus association with coronavirus disease 2019 (COVID‐19) severity and mortality: a pooled analysis
  publication-title: J Diabetes
– volume: 18
  start-page: 72
  issue: 1
  year: 2019
  article-title: Inflammatory cytokines in type 2 diabetes mellitus as facilitators of hypercoagulation and abnormal clot formation
  publication-title: Cardiovasc Diabetol
– volume: 102
  start-page: 416
  issue: 2
  year: 2017
  end-page: 424
  article-title: Mortality among hospitalized patients with hypoglycemia: insulin related and noninsulin related
  publication-title: J Clin Endocrinol Metab
– volume: 63
  start-page: 2102
  issue: 10
  year: 2020
  end-page: 2111
  article-title: Fasting blood glucose at admission is an independent predictor for 28‐day mortality in patients with COVID‐19 without previous diagnosis of diabetes: a multi‐centre retrospective study
  publication-title: Diabetologia
– volume: 318
  start-page: E736
  issue: 5
  year: 2020
  end-page: E741
  article-title: COVID‐19 pandemic, coronaviruses, and diabetes mellitus
  publication-title: Am J Physiol Endocrinol Metab
– volume: 55
  issue: 5
  year: 2020
  article-title: Comorbidity and its impact on 1590 patients with COVID‐19 in China: a nationwide analysis
  publication-title: Eur Respir J
– volume: 23
  start-page: 589
  issue: 2
  year: 2021
  end-page: 598
  article-title: COVID‐19 fatality prediction in people with diabetes and prediabetes using a simple score upon hospital admission
  publication-title: Diabetes Obes Metab
– volume: 8
  start-page: 823
  issue: 10
  year: 2020
  end-page: 833
  article-title: Risk factors for COVID‐19‐related mortality in people with type 1 and type 2 diabetes in England: a population‐based cohort study
  publication-title: Lancet Diabetes Endocrinol
– volume: 165
  year: 2020
  article-title: Clinical characteristics and outcomes of COVID‐19 hospitalized patients with diabetes in the United Kingdom: a retrospective single centre study
  publication-title: Diabetes Res Clin Pract
– volume: 43
  start-page: 2339
  issue: 10
  year: 2020
  end-page: 2344
  article-title: Preadmission Diabetes‐specific risk factors for mortality in hospitalized patients with diabetes and coronavirus disease 2019
  publication-title: Diabetes Care
– volume: 26
  start-page: 1535
  issue: 5
  year: 2003
  end-page: 1539
  article-title: C‐reactive protein and glycemic control in adults with diabetes
  publication-title: Diabetes Care
– volume: 43
  start-page: 1382
  issue: 7
  year: 2020
  end-page: 1391
  article-title: Clinical characteristics and risk factors for mortality of COVID‐19 patients with diabetes in Wuhan, China: a two‐center, retrospective study
  publication-title: Diabetes Care
– volume: 38
  start-page: 1722
  issue: 9
  year: 2020
  end-page: 1726
  article-title: Lactate dehydrogenase levels predict coronavirus disease 2019 (COVID‐19) severity and mortality: a pooled analysis
  publication-title: Am J Emerg Med
– volume: 2020
  start-page: 1652403
  year: 2020
  end-page: 1652405
  article-title: Clinical characteristics of diabetic patients with COVID‐19
  publication-title: J Diabetes Res
– volume: 81
  issue: 2
  year: 2020
  article-title: Risk factors of critical & mortal COVID‐19 cases: a systematic literature review and meta‐analysis
  publication-title: J Infect
– volume: 395
  start-page: 1039
  issue: 10229
  year: 2020
  end-page: 1046
  article-title: Investigation of three clusters of COVID‐19 in Singapore: implications for surveillance and response measures
  publication-title: Lancet
– volume: 364
  start-page: 829
  issue: 9
  year: 2011
  end-page: 841
  article-title: Diabetes mellitus, fasting glucose, and risk of cause‐specific death
  publication-title: N Engl J Med
– volume: 127
  year: 2020
  article-title: Diabetic patients with COVID‐19 infection are at higher risk of ICU admission and poor short‐term outcome
  publication-title: J Clin Virol Virol
– volume: 63
  start-page: 1500
  issue: 8
  year: 2020
  end-page: 1515
  article-title: Phenotypic characteristics and prognosis of inpatients with COVID‐19 and diabetes: the CORONADO study
  publication-title: Diabetologia
– volume: 43
  start-page: S14
  issue: Suppl 1
  year: 2020
  end-page: S31
  article-title: 2. Classification and diagnosis of diabetes: standards of medical care in diabetes‐2020
  publication-title: Diabetes Care
– volume: 38
  start-page: 1356
  issue: 7
  year: 2015
  end-page: 1364
  article-title: Profile of the immune and inflammatory response in individuals with prediabetes and type 2 diabetes
  publication-title: Diabetes Care
– ident: e_1_2_9_27_1
  doi: 10.1037/0022-3514.51.6.1173
– ident: e_1_2_9_37_1
  doi: 10.1111/dom.14256
– ident: e_1_2_9_46_1
  doi: 10.1016/j.diabres.2020.108263
– ident: e_1_2_9_10_1
  doi: 10.1161/01.CIR.0000034509.14906.AE
– ident: e_1_2_9_41_1
  doi: 10.2337/db06-0855
– ident: e_1_2_9_36_1
  doi: 10.1186/s12933-019-0870-9
– ident: e_1_2_9_28_1
– ident: e_1_2_9_34_1
  doi: 10.1016/j.ajem.2020.05.073
– ident: e_1_2_9_3_1
– ident: e_1_2_9_21_1
  doi: 10.3389/fendo.2020.00525
– ident: e_1_2_9_4_1
  doi: 10.1016/S2213-8587(20)30271-0
– ident: e_1_2_9_2_1
  doi: 10.1016/S0140-6736(20)30528-6
– ident: e_1_2_9_45_1
  doi: 10.4093/dmj.2020.0105
– ident: e_1_2_9_11_1
  doi: 10.1016/S0140-6736(20)30628-0
– ident: e_1_2_9_23_1
  doi: 10.1056/NEJMp2026913
– ident: e_1_2_9_40_1
  doi: 10.3389/fmed.2019.00054
– ident: e_1_2_9_15_1
  doi: 10.1007/s00125-020-05209-1
– volume-title: Analysis of death registrations not involving coronavirus (COVID‐19), England and Wales ‐
  ident: e_1_2_9_44_1
– volume: 18
  start-page: 187
  issue: 3
  year: 1992
  ident: e_1_2_9_18_1
  article-title: Impaired immune responses in diabetes mellitus: analysis of the factors and mechanisms involved. Relevance to the increased susceptibility of diabetic patients to specific infections
  publication-title: Diabete Metab
– ident: e_1_2_9_12_1
  doi: 10.1152/ajpendo.00124.2020
– ident: e_1_2_9_47_1
  doi: 10.1016/S2213-8587(20)30272-2
– ident: e_1_2_9_20_1
  doi: 10.1136/bmj.m2297
– ident: e_1_2_9_30_1
  doi: 10.1183/13993003.00547-2020
– ident: e_1_2_9_7_1
  doi: 10.1038/s41366-020-0648-x
– ident: e_1_2_9_24_1
  doi: 10.2337/dc20-S002
– ident: e_1_2_9_22_1
  doi: 10.3390/nu9111273
– ident: e_1_2_9_19_1
  doi: 10.1056/NEJMoa1008862
– ident: e_1_2_9_13_1
  doi: 10.1007/s00125-020-05180-x
– ident: e_1_2_9_39_1
  doi: 10.1016/j.diabres.2020.108382
– ident: e_1_2_9_43_1
  doi: 10.1136/bmj.m3220
– ident: e_1_2_9_29_1
  doi: 10.1016/S0140-6736(03)15268-3
– ident: e_1_2_9_35_1
  doi: 10.1155/2020/1652403
– year: 2020
  ident: e_1_2_9_32_1
  article-title: Dexamethasone in hospitalized patients with Covid‐19—preliminary report [published online ahead of print July 17, 2020]
  publication-title: N Engl J Med
– ident: e_1_2_9_42_1
  doi: 10.1038/s41586-020-2521-4
– ident: e_1_2_9_17_1
  doi: 10.1111/j.1574-695X.1999.tb01397.x
– ident: e_1_2_9_31_1
  doi: 10.1016/j.jacc.2008.09.054
– ident: e_1_2_9_5_1
  doi: 10.1016/j.jinf.2020.04.021
– ident: e_1_2_9_8_1
  doi: 10.1016/j.jcv.2020.104354
– ident: e_1_2_9_16_1
  doi: 10.2337/dc20-1380
– ident: e_1_2_9_6_1
  doi: 10.1111/1753-0407.13091
– ident: e_1_2_9_9_1
  doi: 10.2337/diacare.26.5.1535
– ident: e_1_2_9_26_1
  doi: 10.2337/dc20-0598
– ident: e_1_2_9_33_1
  doi: 10.1210/jc.2016-2653
– ident: e_1_2_9_25_1
  doi: 10.15557/PiMR.2020.0003
– ident: e_1_2_9_38_1
  doi: 10.2337/dc14-3008
– ident: e_1_2_9_48_1
  doi: 10.2337/dc20-1444
– ident: e_1_2_9_14_1
  doi: 10.2337/dc20-1543
SSID ssj0008922
Score 2.4555364
Snippet Diabetes is a risk factor for developing severe COVID‐19, but the pathogenesis remains unclear. We investigated if the association of diabetes and COVID‐19...
Inflammation, as measured by the biomarker C‐reactive protein, partially mediates the association between diabetes and adverse COVID‐19 outcomes, including the...
Diabetes is a risk factor for developing severe COVID-19, but the pathogenesis remains unclear. We investigated if the association of diabetes and COVID-19...
SourceID pubmedcentral
proquest
pubmed
crossref
wiley
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 3023
SubjectTerms Adult
Biomarkers
Biomarkers - blood
Blood glucose
C-reactive protein
C-Reactive Protein - metabolism
Confidence intervals
COVID-19
COVID-19 - blood
COVID-19 - diagnosis
COVID-19 - epidemiology
Diabetes
Diabetes mellitus
Diabetes Mellitus - blood
Diabetes Mellitus - epidemiology
Dyspnea
Female
Health risks
Hospitalization - statistics & numerical data
Humans
Infections
Inflammation
Intensive care
Male
mediation
Middle Aged
Multivariate analysis
Pathogenesis
prediabetes
Prognosis
Proportional Hazards Models
Proteins
Regression analysis
Respiration
Respiratory rate
Retrospective Studies
Risk analysis
Risk Factors
SARS-CoV-2
severe COVID‐19
Severity of Illness Index
Singapore - epidemiology
Statistical analysis
Virology
Title Diabetes predicts severity of COVID‐19 infection in a retrospective cohort: A mediatory role of the inflammatory biomarker C‐reactive protein
URI https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fjmv.26837
https://www.ncbi.nlm.nih.gov/pubmed/33527464
https://www.proquest.com/docview/2509226126
https://www.proquest.com/docview/2485515786
https://pubmed.ncbi.nlm.nih.gov/PMC8013709
Volume 93
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Pb9MwFH-adpi4wAYMyjpk0A5c0qWJ49jsVBWmMalDQmzaASlKHEf7w9IpTXfYiY8AX3GfZO_ZSUbZkBCXKqqfnTh9f37ue_4ZYCtCiCCkzL2oUMLjSg_RpFTuCZUKxQUG_JwyupMDsXfI94-j4yXYaffCOH6I7g83sgzrr8nA02y2fUcaenZxNQgErq_Q_1KtFgGiL3fUUVK5DAJ6Ag9jUNSyCvnBdtdzMRbdA5j36yR_x682AO0-gW_to7u6k_PBvM4G-voPVsf_nNsqPG6AKRs5TVqDJVM-hZVJk3p_Br-a2pkZu6zoy3rGMKgaOvuOTQs2_nz06cPNj59Dxdr6rhKvWMoqU1fTdkMnowN5q_o9GzG7Z4VS_IwqHGkMxKLUGXX0wjUQNwCVD1VsjEMjvHVjWG6J0_I5HO5-_Dre85rzHDwdhXHsxaFKEY75BiemZaS1LnAFGIXoQ_LMD7I4i3gRa51zbvwYPzOZCknr9xDlwjxch-VyWpqXwIoQPZXGpaw0ks5QywKD0Elj7zD3-VD24F37yya6ITunMze-J46mOUjwFSf2FffgbSd66Rg-HhLqt-qRNEY-SxA9opIhRBQ9eNM1o3lSziUtzXSOMkS-M0S3iDIvnDZ1d6HtbjEXvAfxgp51AkT9vdhSnp5YCnBJTJG-wmlaNfr7gyf7kyN78erfRTfgUUCVO7assw_LdTU3mwi96uy1tbFbL_UtPQ
linkProvider Wiley-Blackwell
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3NbtQwEB6VIgGX8k-3LWAQBy7ZZhPHsRGXaqHalm6RUFv1UkWJ44hCm62y2R566iPAK_IkzNhJylKQEJdVtB574-zM-HNm_A3AqwghgpAy96JCCY8rPUCTUrknVCoUF7jg5xTRHe-K0T7fPowOF-BtexbG8UN0L9zIMqy_JgOnF9LrV6yhX07P-4HADdYNuEkVve2G6tMVeZRULoaAvsDDVShqeYX8YL3rOr8aXYOY1zMlf0WwdgnavAtH7c27zJOv_Vmd9fXFb7yO_zu7e7DUYFO24ZTpPiyY8gHcGjfR94fwvUmfmbKzir6spwzXVUPl79ikYMOPB1vvflx-GyjWpniVeMVSVpm6mrRnOhnV5K3qN2yD2WMrFOVnlORIYyAcpc6opqeugegBKIOoYkMcGhGuG8PSSxyXj2B_8_3ecOQ1JR08HYVx7MWhShGR-QYnpmWktS5wExiF6EbyzA-yOIt4EWudc278GD8zmQpJW_gQ5cI8fAyL5aQ0y8CKEJ2Vxt2sNJLKqGWBQfSksXeY-3wge_C6_WsT3fCdU9mNk8QxNQcJPuLEPuIevOxEzxzJx5-E1lr9SBo7nyYIIFHLECWKHrzomtFCKeySlmYyQxni3xmgZ0SZJ06dul-hE28xF7wH8ZyidQLE_j3fUh5_tizgksgifYXTtHr09xtPtscH9mLl30Wfw-3R3ngn2dna_bAKdwJK5LFZnmuwWFcz8xSRWJ09swb3E9RSMVg
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1fb9MwED-NIU288P9PxwCDeOAlXZo4jg1PU0u1DToQYtMeJkWJ44jBllZpuoc98RHgK_JJuLOTjDKQEC9VVJ-dOL3z_dw7_w7geYQQQUiZe1GhhMeVHqBJqdwTKhWKC3T4OUV0J3tie5_vHkaHK_CqPQvj-CG6P9zIMux6TQY-y4vNC9LQz6dn_UDg_uoKXOXCl6TSow8X3FFSuRACLgUeOqGopRXyg82u67IzuoQwLydK_gpgrQca34Cj9tld4smX_qLO-vr8N1rH_5zcTbjeIFO25VTpFqyY8jasTZrY-x343iTPzNmsoi_rOUOvaqj4HZsWbPjuYGf04-u3gWJtgleJVyxllamraXuik1FF3qp-ybaYPbRCMX5GKY40BoJR6oxKeuoaiByA8ocqNsShEd-6MSy5xHF5F_bHrz8Ot72moIOnozCOvThUKeIx3-DEtIy01gVuAaMQF5E884MsziJexFrnnBs_xs9MpkLSBj5EuTAP78FqOS3NA2BFiEuVxr2sNJKKqGWBQeyksXeY-3wge_Ci_WUT3bCdU9GNk8TxNAcJvuLEvuIePOtEZ47i409CG616JI2VzxOEj6hkiBFFD552zWifFHRJSzNdoAyx7wxwXUSZ-06burvQebeYC96DeEnPOgHi_l5uKY8_WQ5wSVSRvsJpWjX6-4Mnu5MDe7H-76JPYO39aJy83dl78xCuBZTFY1M8N2C1rhbmEcKwOntsze0nR-IwEA
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Diabetes+predicts+severity+of+COVID-19+infection+in+a+retrospective+cohort%3A+A+mediatory+role+of+the+inflammatory+biomarker+C-reactive+protein&rft.jtitle=Journal+of+medical+virology&rft.au=Koh%2C+Huilin&rft.au=Moh%2C+Angela+Mei+Chung&rft.au=Yeoh%2C+Ester&rft.au=Lin%2C+Yi&rft.date=2021-05-01&rft.issn=1096-9071&rft.eissn=1096-9071&rft.volume=93&rft.issue=5&rft.spage=3023&rft_id=info:doi/10.1002%2Fjmv.26837&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0146-6615&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0146-6615&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0146-6615&client=summon